Our research group recently looked into how to hide from Facebook's face detector. If you're uploading photos, adding white bars around the eyes of the subjects in the photo is the best way to prevent Facebook from finding the face. However, if you're out and about in the real world, even scarves and masks aren't enough--facebook sometimes finds these occluded faces too. There aren't very many easy answers. https://arxiv.org/abs/1602.04504